Fault diagnosis method using MVMD signal reconstruction and MMDE-GNDO feature extraction and MPA-SVM

Fault diagnosis method using MVMD signal reconstruction and MMDE-GNDO feature extraction and MPA-SVM

To achieve a comprehensive and accurate diagnosis of faults in rolling bearings, a method for diagnosing rolling bearing faults has been proposed. This method is based on Multivariate Variational Mode Decomposition (MVMD) signal reconstruction, Multivariate Multiscale Dispersion Entropy (MMDE)-Gener...

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Bibliographic Details
Main Authors:	Min Mao, Chengjiang Zhou, Bingwei Xu, Dongjin Liao, Jingzong Yang, Shuangyao Liu, Yiqing Li, Tong Tang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-02-01
Series:	Frontiers in Physics
Subjects:	multivariate variational mode decomposition multivariate multiscale dispersion entropy generalized normal distribution optimization marine predators’ algorithm-based optimization support vector machine joint evaluation function fault diagnosis
Online Access:	https://www.frontiersin.org/articles/10.3389/fphy.2024.1301035/full

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